Neptune.ai vs Akkio
Compare data AI Tools
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Neptune.ai
Experiment tracking, model registry, and metadata store that helps ML teams log, compare, and ship models with searchable runs and rich visualizations.
Pricing Free / $29 per month
Category data
Difficulty Beginner
Type Web App
Status Active
Akkio
No code AI analytics for agencies and businesses to clean data, build predictive models, analyze performance and automate reporting with team friendly pricing.
Pricing Free trial / Starts $49 per month
Category data
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in Neptune.ai
mlopsexperiment-trackingmodel-registrymetadatavisualization
Shared
None
Only in Akkio
analyticspredictionno-codeagenciesreportingautomation
Key Features
Neptune.ai
- • Flexible logging: Track metrics params artifacts and images from any framework using light SDKs and callbacks
- • Search and compare: Slice runs by tags configs and scores to pick winners with evidence not memory
- • Custom dashboards: Build live charts tables and tiles to monitor long trainings and share status
- • Model registry: Store versions stages and approvals so releases are auditable and reversible
- • Collaboration: Organize workspaces projects and roles so large teams stay coordinated
- • Artifacts: Keep predictions checkpoints and plots alongside metrics for reproducibility
Akkio
- • Point and click model builder for churn conversion and scoring
- • Data prep tools to clean join and transform without scripts
- • Dashboards with narratives that explain drivers and lift
- • Scheduled reports to Slack email and client facing links
- • Live deployments and simple APIs to push scores into apps
- • Team spaces with sharing permissions and version history
Use Cases
Neptune.ai
- → Track baselines and ablations to defend decisions in reviews
- → Monitor long running experiments and intervene when metrics drift
- → Promote models through staged approvals with clear lineage
- → Share results with PMs and leads using links and dashboards
- → Attach artifacts so future teams can reproduce findings quickly
- → Automate comparisons in CI to block regressions before merge
Akkio
- → Score leads and route sales reps to high intent accounts
- → Forecast churn risk and trigger retention offers early
- → Automate weekly KPI reports with explanations and charts
- → Find creative and audience drivers behind ROAS shifts
- → Build quick proofs before handing to data engineering
- → Push scores to CRM to personalize outreach and nurture
Perfect For
Neptune.ai
ML engineers, researchers, data scientists, MLOps and platform teams who need reliable tracking and registries
Akkio
marketing and media agencies growth teams operations leads and SMBs who want practical AI analytics with simple deployment and reports
Capabilities
Neptune.ai
SDKs and callbacks Intermediate
Runs at scale Intermediate
Versioned models Professional
Enterprise controls Professional
Akkio
Clean and Join Basic
Models and Scores Intermediate
Dashboards and Reports Basic
APIs and Integrations Intermediate
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